Enterprise context.
Sovereign by design.
Prevalent AI turns fragmented enterprise data into a sovereign, continuously updated knowledge graph - giving security teams and AI agents the clarity, context, and control they need. Proven first in cybersecurity. Built to scale across the enterprise.



AI moves at machine speed.
Bad data shouldn't hold it back.
Most enterprises still run on fragmented, contradictory, and incomplete data. That means security teams waste time reconciling tools instead of reducing risk, and AI agents make bad decisions without the context needed to act safely.
As enterprises accelerate AI adoption, fragmented operational data becomes a cybersecurity risk.
Clarity

One continuously updated picture of your environment.
Automatically ingest and normalize data from hundreds of sources across security, DevOps, cloud and more. So every team and every AI agent works from the same trusted view.
Context

Understand not just what happened. But why.
Our knowledge graph connects entities, relationships, dependencies, vulnerabilities, identities, decisions, and operational context across your environment, so decision making reflects real exposure and risk insights.
Control

Enterprise AI should operate on infrastructure you own.
Your data stays within your environment, under your control, independent of shared infrastructure or model-provider lock-in.
One foundation. Multiple enterprise applications.
Security Data Fabric.
The sovereign knowledge layer that cleans, connects, and contextualizes enterprise security data.

Exposure Management
Continuously identify, prioritize, and remediate the risks that matter most.

AI Solutions
Deploy AI on top of trusted enterprise context - not fragmented data.

Built by people who solve hard problems.
Prevalent AI was founded by alumni of GCHQ. The discipline of making sense of fragmented, contradictory information at scale, reliably, and continuously - is in the company’s DNA. We work with organizations where approximation is unacceptable and hire people who think the same way.

Explore our resources.
Navigate articles, whitepapers and thought leadership pieces to learn more about Prevalent AI and the cybersecurity landscape.

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Security Data Science: the collaborative defense needed to protect your prize assets

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The future of security risk management

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Tradecraft: Putting the Security back into Cybersecurity

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When the consultants start repeating it, it must be true….
